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Classification

15,805 papers

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Papers

Towards Interpreting Deep Learning Models to Understand Loss of Speech Intelligibility in Speech Disorders — Step 1: CNN Model-Based Phone Classification INTERSPEECH 2020
Improving Cognitive Impairment Classification by Generative Neural Network-Based Feature Augmentation INTERSPEECH 2020
Towards Automatic Assessment of Voice Disorders: A Clinical Approach INTERSPEECH 2020
Depthwise Separable Convolutional ResNet with Squeeze-and-Excitation Blocks for Small-Footprint Keyword Spotting INTERSPEECH 2020
Deep Convolutional Spiking Neural Networks for Keyword Spotting INTERSPEECH 2020
Domain Aware Training for Far-Field Small-Footprint Keyword Spotting INTERSPEECH 2020
Re-Weighted Interval Loss for Handling Data Imbalance Problem of End-to-End Keyword Spotting INTERSPEECH 2020
Multi-Scale Convolution for Robust Keyword Spotting INTERSPEECH 2020
An Investigation of Few-Shot Learning in Spoken Term Classification INTERSPEECH 2020
Statistical and Neural Network Based Speech Activity Detection in Non-Stationary Acoustic Environments INTERSPEECH 2020
The “Sound of Silence” in EEG — Cognitive Voice Activity Detection INTERSPEECH 2020
Neural Speech Decoding for Amyotrophic Lateral Sclerosis INTERSPEECH 2020
Discriminative Singular Spectrum Analysis for Bioacoustic Classification INTERSPEECH 2020
Dysarthria Detection and Severity Assessment Using Rhythm-Based Metrics INTERSPEECH 2020
LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation INTERSPEECH 2020
Adventitious Respiratory Classification Using Attentive Residual Neural Networks INTERSPEECH 2020
Whisper Activity Detection Using CNN-LSTM Based Attention Pooling Network Trained for a Speaker Identification Task INTERSPEECH 2020
In Defence of Metric Learning for Speaker Recognition INTERSPEECH 2020
Weakly Supervised Training of Hierarchical Attention Networks for Speaker Identification INTERSPEECH 2020
An Effective Speaker Recognition Method Based on Joint Identification and Verification Supervisions INTERSPEECH 2020
Speaker-Aware Linear Discriminant Analysis in Speaker Verification INTERSPEECH 2020
Partial AUC Optimisation Using Recurrent Neural Networks for Music Detection with Limited Training Data INTERSPEECH 2020
An Open-Source Voice Type Classifier for Child-Centered Daylong Recordings INTERSPEECH 2020
Competing Speaker Count Estimation on the Fusion of the Spectral and Spatial Embedding Space INTERSPEECH 2020
Attentive Convolutional Recurrent Neural Network Using Phoneme-Level Acoustic Representation for Rare Sound Event Detection INTERSPEECH 2020